This is Part 5 of a 15-part Apache Iceberg Masterclass. Part 4 covered partition evolution. This article covers hidden partitioning, the feature that ensures users never need to know how their data is physically organized.

The most expensive mistake in data lake querying is the accidental full table scan: a query that reads every file because the...